harvard-edge / cs249r_bookLinks
Introduction to Machine Learning Systems
☆1,867Updated this week
Alternatives and similar repositories for cs249r_book
Users that are interested in cs249r_book are comparing it to the libraries listed below
Sorting:
- This is a list of interesting papers and projects about TinyML.☆871Updated 4 months ago
- ☆216Updated 3 months ago
- A curated list of resources for learning and exploring Triton, OpenAI's programming language for writing efficient GPU code.☆360Updated 2 months ago
- This repository is a curated collection of resources, tutorials, and practical examples designed to guide you through the journey of mast…☆349Updated 3 months ago
- 100 days of building GPU kernels!☆435Updated last month
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)☆2,765Updated 11 months ago
- ☆332Updated last month
- ML from scratch☆1,253Updated 2 months ago
- A 120-day CUDA learning plan covering daily concepts, exercises, pitfalls, and references (including “Programming Massively Parallel Proc…☆685Updated 2 months ago
- An ML Systems Onboarding list☆794Updated 4 months ago
- ☆1,157Updated last month
- Large Language Model (LLM) Systems Paper List☆1,254Updated this week
- NVIDIA curated collection of educational resources related to general purpose GPU programming.☆478Updated this week
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆871Updated 6 months ago
- Building blocks for foundation models.☆502Updated last year
- Slides, notes, and materials for the workshop☆326Updated last year
- Thunder gives you PyTorch models superpowers for training and inference. Unlock out-of-the-box optimizations for performance, memory and …☆1,358Updated this week
- Syllabus, schedule, resources etc. for TinyML study group☆51Updated 3 years ago
- [WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)☆4,443Updated 3 months ago
- GPU programming related news and material links☆1,540Updated 5 months ago
- Explanation to key concepts in ML☆7,600Updated this week
- CUDA Learning guide☆387Updated 11 months ago
- ☆257Updated 4 months ago
- VIP cheatsheet for Stanford's CME 295 Transformers and Large Language Models☆1,882Updated last week
- This repository contains LLM (Large language model) interview question asked in top companies like Google, Nvidia , Meta , Microsoft & fo…☆1,293Updated 3 months ago
- NUS CS5242 Neural Networks and Deep Learning, Xavier Bresson, 2025☆387Updated last month
- ☆122Updated 8 months ago
- [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…☆567Updated last year
- GPU Kernels☆179Updated last month
- An open-source efficient deep learning framework/compiler, written in python.☆701Updated this week